Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.8750000 | 0.9438098 | 0.9354546 | 0.0926611 | 0.8020994 |
| bt | 0.8583333 | 0.9299166 | 0.8328331 | 0.1696655 | 0.7388083 |
| maxnet | 0.8500000 | 0.9252856 | 0.8970645 | 0.1130460 | 0.7134918 |
| gam | 0.8750000 | 0.9272924 | 0.8928042 | 0.0918569 | 0.8119790 |
| glm | 0.8250000 | 0.9163322 | 0.7761717 | 0.1187291 | 0.7298549 |